Louvain method can hierachical structured community detection. CommunityIds of each layer are obtained by -l option.

This is a slight modification of Louvain's algorithm based on the Fast unfolding of communities in large networks paper. For optimizitaion, a metric Q is used. Q = modularity(C) + regularization(C), ...

In this paper we present and evaluate a parallel community detection algorithm derived from the state-of-the-art Louvain modularity maximization method. Our algorithm adopts a novel graph mapping and ...

One of the most interesting topics in the scope of social network analysis is dynamic community detection, keeping track of communities’ evolutions in a dynamic network. This article introduces a new ...